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rapid-idea-generator

Quickly generate and triage research ideas with constraint clarity and confidence ceilings.

allowed_tools: Read, Write, Edit, Bash, Glob, Grep, Task, TodoWrite

model: sonnet

$ Installieren

git clone https://github.com/DNYoussef/context-cascade /tmp/context-cascade && cp -r /tmp/context-cascade/skills/research/rapid-idea-generator ~/.claude/skills/context-cascade

// tip: Run this command in your terminal to install the skill

SKILL.md

View on GitHub →

name: rapid-idea-generator description: Quickly generate and triage research ideas with constraint clarity and confidence ceilings. allowed-tools: Read, Write, Edit, Bash, Glob, Grep, Task, TodoWrite model: sonnet x-version: 3.2.0 x-category: research x-vcl-compliance: v3.1.1 x-cognitive-frames:

HON
MOR
COM
CLS
EVD
ASP
SPC

STANDARD OPERATING PROCEDURE

Purpose

Produce a set of research ideas aligned to constraints and evaluation criteria.
Apply prompt-architect constraint extraction and explicit ceilings to each idea.
Keep structure-first artifacts for reuse and follow-up.

Trigger Conditions

Positive: brainstorming research directions, generating project briefs, seeding backlogs.
Negative: detailed execution planning (use interactive-planner) or prompt-only refinement.

Guardrails

HARD / SOFT / INFERRED constraints (domains, data access, compute, timelines) captured upfront.
Two-pass loop: initial ideation breadth → filter/refine with feasibility and evidence.
Confidence ceilings for feasibility/impact claims; do not oversell speculation.

Inputs

Goal statement and evaluation criteria (impact, novelty, feasibility).
Constraints and exclusions.
Timebox and output format.

Workflow

Frame & Constraints: Record goals and constraint buckets; confirm INFERRED items.
Generate Broad Set: Produce diverse ideas respecting HARD constraints.
Refine & Score: Apply feasibility/impact/novelty scores with rationale and ceilings.
Select & Next Steps: Recommend top options with immediate actions and risks.
Store Artifacts: Save idea list and scoring for reuse; update examples/references if patterns emerge.

Validation & Quality Gates

Ideas respect HARD constraints; SOFT preferences reflected.
Rationale and confidence ceilings provided for scores.
Top picks include next steps and risks.

Response Template

**Constraints**
- HARD / SOFT / INFERRED.

**Ideas (scorecards)**
- Idea → impact/feasibility/novelty + rationale + confidence ceiling.

**Top Picks & Next Steps**
- ...

Confidence: 0.77 (ceiling: inference 0.70) - based on structured generation and scoring.

Confidence: 0.77 (ceiling: inference 0.70) - reflects ideation validated against constraints.